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VARIABLE SELECTION AND ESTIMATION IN HIGH-DIMENSIONAL VARYING-COEFFICIENT MODELS

Nonparametric varying coefficient models are useful for studying the time-dependent effects of variables. Many procedures have been developed for estimation and variable selection in such models. However, existing work has focused on the case when the number of variables is fixed or smaller than the...

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Detaylı Bibliyografya
Asıl Yazarlar: Wei, Fengrong, Huang, Jian, Li, Hongzhe
Materyal Türü: Artigo
Dil:Inglês
Baskı/Yayın Bilgisi: 2011
Konular:
Online Erişim:https://ncbi.nlm.nih.gov/pmc/articles/PMC3902862/
https://ncbi.nlm.nih.gov/pubmed/24478564
https://ncbi.nlm.nih.govhttp://dx.doi.org/10.5705/ss.2009.316
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